Title: | On the Equivalence of Semantic Networks and Vector Spaces under Ranked Retrieval |
Authors: | Vladimir Kulyukin, Amber Settle |
Abstract: | A formalism is presented for ranked retrieval from a universe of objects. Two retrieval models, semantic networks with spreading activation and vector spaces with dot product, are formalized and proved equivalent under ranked retrieval. |
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